From Spots to Pixels: Dense Spatial Gene Expression Prediction from Histology Images
Fuente:
arXiv
Guardado en:
| Autores principales: | Zhang, Ruikun, Yang, Yan, Pan, Liyuan |
|---|---|
| Formato: | Preprint |
| Publicado: |
2025
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
A Preliminary Study on GPT-Image Generation Model for Image Restoration
por: Yang, Hao, et al.
Publicado: (2025)
por: Yang, Hao, et al.
Publicado: (2025)
GeneQuery: A General QA-based Framework for Spatial Gene Expression Predictions from Histology Images
por: Xiong, Ying, et al.
Publicado: (2024)
por: Xiong, Ying, et al.
Publicado: (2024)
LMHaze: Intensity-aware Image Dehazing with a Large-scale Multi-intensity Real Haze Dataset
por: Zhang, Ruikun, et al.
Publicado: (2024)
por: Zhang, Ruikun, et al.
Publicado: (2024)
SpaRED benchmark: Enhancing Gene Expression Prediction from Histology Images with Spatial Transcriptomics Completion
por: Mejia, Gabriel, et al.
Publicado: (2024)
por: Mejia, Gabriel, et al.
Publicado: (2024)
PH2ST:ST-Prompt Guided Histological Hypergraph Learning for Spatial Gene Expression Prediction
por: Niu, Yi, et al.
Publicado: (2025)
por: Niu, Yi, et al.
Publicado: (2025)
Event Camera Data Dense Pre-training
por: Yang, Yan, et al.
Publicado: (2023)
por: Yang, Yan, et al.
Publicado: (2023)
Spatial Transcriptomics Analysis of Zero-shot Gene Expression Prediction
por: Yang, Yan, et al.
Publicado: (2024)
por: Yang, Yan, et al.
Publicado: (2024)
Adapting a Pre-trained Single-Cell Foundation Model to Spatial Gene Expression Generation from Histology Images
por: Fang, Donghai, et al.
Publicado: (2026)
por: Fang, Donghai, et al.
Publicado: (2026)
CHRep: Cross-modal Histology Representation and Post-hoc Calibration for Spatial Gene Expression Prediction
por: Wang, Changfan, et al.
Publicado: (2026)
por: Wang, Changfan, et al.
Publicado: (2026)
HiFusion: Hierarchical Intra-Spot Alignment and Regional Context Fusion for Spatial Gene Expression Prediction from Histopathology
por: Weng, Ziqiao, et al.
Publicado: (2025)
por: Weng, Ziqiao, et al.
Publicado: (2025)
PEaRL: Pathway-Enhanced Representation Learning for Gene and Pathway Expression Prediction from Histology
por: Majumder, Sejuti, et al.
Publicado: (2025)
por: Majumder, Sejuti, et al.
Publicado: (2025)
SEPAL: Spatial Gene Expression Prediction from Local Graphs
por: Mejia, Gabriel, et al.
Publicado: (2023)
por: Mejia, Gabriel, et al.
Publicado: (2023)
Diffusion Generative Modeling for Spatially Resolved Gene Expression Inference from Histology Images
por: Zhu, Sichen, et al.
Publicado: (2025)
por: Zhu, Sichen, et al.
Publicado: (2025)
Spatially Gene Expression Prediction using Dual-Scale Contrastive Learning
por: Qu, Mingcheng, et al.
Publicado: (2025)
por: Qu, Mingcheng, et al.
Publicado: (2025)
Fusing Pixels and Genes: Spatially-Aware Learning in Computational Pathology
por: Han, Minghao, et al.
Publicado: (2026)
por: Han, Minghao, et al.
Publicado: (2026)
PixelCAM: Pixel Class Activation Mapping for Histology Image Classification and ROI Localization
por: Guichemerre, Alexis, et al.
Publicado: (2025)
por: Guichemerre, Alexis, et al.
Publicado: (2025)
Completing Spatial Transcriptomics Data for Gene Expression Prediction Benchmarking
por: Ruiz, Daniela, et al.
Publicado: (2025)
por: Ruiz, Daniela, et al.
Publicado: (2025)
GenAR: Next-Scale Autoregressive Generation for Spatial Gene Expression Prediction
por: Ouyang, Jiarui, et al.
Publicado: (2025)
por: Ouyang, Jiarui, et al.
Publicado: (2025)
Accurate Spatial Gene Expression Prediction by integrating Multi-resolution features
por: Chung, Youngmin, et al.
Publicado: (2024)
por: Chung, Youngmin, et al.
Publicado: (2024)
Learning Relative Gene Expression Trends from Pathology Images in Spatial Transcriptomics
por: Nishimura, Kazuya, et al.
Publicado: (2025)
por: Nishimura, Kazuya, et al.
Publicado: (2025)
Gene-DML: Dual-Pathway Multi-Level Discrimination for Gene Expression Prediction from Histopathology Images
por: Song, Yaxuan, et al.
Publicado: (2025)
por: Song, Yaxuan, et al.
Publicado: (2025)
MMAP: A Multi-Magnification and Prototype-Aware Architecture for Predicting Spatial Gene Expression
por: Nguyen, Hai Dang, et al.
Publicado: (2025)
por: Nguyen, Hai Dang, et al.
Publicado: (2025)
Dragging with Geometry: From Pixels to Geometry-Guided Image Editing
por: Pu, Xinyu, et al.
Publicado: (2025)
por: Pu, Xinyu, et al.
Publicado: (2025)
From Pixels to Prose: A Large Dataset of Dense Image Captions
por: Singla, Vasu, et al.
Publicado: (2024)
por: Singla, Vasu, et al.
Publicado: (2024)
From Skeletons to Pixels: Few-Shot Precise Event Spotting via Representation and Prediction Distillation
por: Yeoh, Zhong Han Ervin, et al.
Publicado: (2026)
por: Yeoh, Zhong Han Ervin, et al.
Publicado: (2026)
HEXST: Hexagonal Shifted-Window Transformer for Spatial Transcriptomics Gene Expression Prediction
por: Byeon, Keunho, et al.
Publicado: (2026)
por: Byeon, Keunho, et al.
Publicado: (2026)
Img2ST-Net: Efficient High-Resolution Spatial Omics Prediction from Whole Slide Histology Images via Fully Convolutional Image-to-Image Learning
por: Zhu, Junchao, et al.
Publicado: (2025)
por: Zhu, Junchao, et al.
Publicado: (2025)
Every Pixel Has its Moments: Ultra-High-Resolution Unpaired Image-to-Image Translation via Dense Normalization
por: Ho, Ming-Yang, et al.
Publicado: (2024)
por: Ho, Ming-Yang, et al.
Publicado: (2024)
Prior Knowledge Injection into Deep Learning Models Predicting Gene Expression from Whole Slide Images
por: Hallemeesch, Max, et al.
Publicado: (2025)
por: Hallemeesch, Max, et al.
Publicado: (2025)
DenseSR: Image Shadow Removal as Dense Prediction
por: Lin, Yu-Fan, et al.
Publicado: (2025)
por: Lin, Yu-Fan, et al.
Publicado: (2025)
MERGE: Multi-faceted Hierarchical Graph-based GNN for Gene Expression Prediction from Whole Slide Histopathology Images
por: Ganguly, Aniruddha, et al.
Publicado: (2024)
por: Ganguly, Aniruddha, et al.
Publicado: (2024)
Pixel-Wise Symbol Spotting via Progressive Points Location for Parsing CAD Images
por: Pang, Junbiao, et al.
Publicado: (2024)
por: Pang, Junbiao, et al.
Publicado: (2024)
GeneAvatar: Generic Expression-Aware Volumetric Head Avatar Editing from a Single Image
por: Bao, Chong, et al.
Publicado: (2024)
por: Bao, Chong, et al.
Publicado: (2024)
SpotFormer: Multi-Scale Spatio-Temporal Transformer for Facial Expression Spotting
por: Deng, Yicheng, et al.
Publicado: (2024)
por: Deng, Yicheng, et al.
Publicado: (2024)
Integrating Pathology Foundation Models and Spatial Transcriptomics for Cellular Decomposition from Histology Images
por: Sun, Yutong, et al.
Publicado: (2025)
por: Sun, Yutong, et al.
Publicado: (2025)
Spatial-Temporal-Spectral Unified Modeling for Remote Sensing Dense Prediction
por: Zhao, Sijie, et al.
Publicado: (2025)
por: Zhao, Sijie, et al.
Publicado: (2025)
Genome-Anchored Foundation Model Embeddings Improve Molecular Prediction from Histology Images
por: Jin, Cheng, et al.
Publicado: (2025)
por: Jin, Cheng, et al.
Publicado: (2025)
HEST-1k: A Dataset for Spatial Transcriptomics and Histology Image Analysis
por: Jaume, Guillaume, et al.
Publicado: (2024)
por: Jaume, Guillaume, et al.
Publicado: (2024)
FlowFeat: Pixel-Dense Embedding of Motion Profiles
por: Araslanov, Nikita, et al.
Publicado: (2025)
por: Araslanov, Nikita, et al.
Publicado: (2025)
Boosting Gaze Object Prediction via Pixel-level Supervision from Vision Foundation Model
por: Jin, Yang, et al.
Publicado: (2024)
por: Jin, Yang, et al.
Publicado: (2024)
Ejemplares similares
-
A Preliminary Study on GPT-Image Generation Model for Image Restoration
por: Yang, Hao, et al.
Publicado: (2025) -
GeneQuery: A General QA-based Framework for Spatial Gene Expression Predictions from Histology Images
por: Xiong, Ying, et al.
Publicado: (2024) -
LMHaze: Intensity-aware Image Dehazing with a Large-scale Multi-intensity Real Haze Dataset
por: Zhang, Ruikun, et al.
Publicado: (2024) -
SpaRED benchmark: Enhancing Gene Expression Prediction from Histology Images with Spatial Transcriptomics Completion
por: Mejia, Gabriel, et al.
Publicado: (2024) -
PH2ST:ST-Prompt Guided Histological Hypergraph Learning for Spatial Gene Expression Prediction
por: Niu, Yi, et al.
Publicado: (2025)